please see also:
Documentation is the go to place for more info on all of the operations. You can also call the documentation in jupyter-notebook by shift + TAB
The methodology and script that was used in the tennis matchfixing story
This pandas workshop is a bit more extensive, with also introduction to jupyter-notebook.